Artificial Intelligence
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Artificial Intelligence

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Artificial Intelligence
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Artificial Intelligence
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πŸ‘£ Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models

πŸ–₯ Github: https://github.com/lmxyy/sige

πŸ“ Project: https://www.cs.cmu.edu/~sige/

πŸ—’ Paper: https://arxiv.org/abs/2211.02048v1

➑️ Dataset: https://paperswithcode.com/dataset/cityscapes

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Artificial Intelligence
⭐️ Ambiguity-Aware Multi-Object Pose Optimization for Visually-Assisted Robot Manipulation

$ git clone [email protected]:rpmsnu/PrimA6D.git

πŸ–₯ Github: https://github.com/rpmsnu/prima6d

πŸ—’ Paper: https://arxiv.org/abs/2211.00960v1

➑️ Dataset: https://paperswithcode.com/dataset/ycb-video

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Artificial Intelligence
βœ… Large Language Models Are Human-Level Prompt Engineers

Automatic Prompt Engineer (APE) for automatic instruction generation and selection.

pip install -e .
πŸ–₯ Github: https://github.com/keirp/automatic_prompt_engineer

πŸ‘£ Colab: https://colab.research.google.com/drive/1Hrz6Q7GFdH5OVg3Dis86f5OqiGdkDfRP?usp=sharing

πŸ–₯ Project: https://sites.google.com/view/automatic-prompt-engineer

πŸ—’ Paper: https://arxiv.org/abs/2211.01910v1

➑️ Demo: https://colab.research.google.com/drive/1oL1CcvzRybAbmeqs--2csaIvSOpjH072?usp=sharing

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Artificial Intelligence
πŸ’« Galaxy Image Deconvolution for Weak Gravitational Lensing with Physics-informed Deep Learning

git clone https://github.com/Lukeli0425/Galaxy-Deconv.git

πŸ–₯ Github: https://github.com/Lukeli0425/Galaxy-Deconv

πŸ—’ Paper: https://arxiv.org/abs/2211.01567v1

➑️ Dataset: https://drive.google.com/drive/folders/1IwgvbetMDpLK2skRalYWmth2J1gvF-qm

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Artificial Intelligence
WEBVICOB πŸ•Έ : WEB based VIsual COrpus Builder

πŸ–₯ Github: https://github.com/clovaai/webvicob

πŸ—’ Paper: https://arxiv.org/abs/2211.03256v1

➑️ Dataset: https://dumps.wikimedia.org/other/enterprise_html/runs

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Artificial Intelligence
Robust Reflection Removal with Reflection-free Flash-only Cues (RFC)

conda env create -f environment.yml
conda activate flashrr-rfc
bash download.sh
python test.py

πŸ–₯ Github: https://github.com/ChenyangLEI/flash-reflection-removal

πŸ—’ Paper: https://arxiv.org/abs/2211.02914v1

⭐️ Project: https://chenyanglei.github.io/flashrr_rfc/index.html

➑️ Dataset: https://hkustconnect-my.sharepoint.com/:u:/g/personal/cleiaa_connect_ust_hk/EWv1afaxrhFKlbT7iX0b8FMB8R1ZeNyUWRQM__A_SPkVGQ?e=8IbhE6

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Artificial Intelligence
πŸ’¬ MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation

πŸ–₯ Github: https://github.com/victorsungo/mmdialog

πŸ—’ Paper: https://arxiv.org/abs/2211.05719v1

➑️ Dataset: https://paperswithcode.com/dataset/openvidial

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Artificial Intelligence
⭐️ MACSum: Controllable Summarization with Mixed Attributes

MACSum is the first human-annotated summarization dataset for controlling mixed attributes.

πŸ–₯ Github: https://github.com/psunlpgroup/macsum

πŸ—’ Paper: https://arxiv.org/abs/2211.05041v1

➑️ Dataset: https://paperswithcode.com/dataset/macsum

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Artificial Intelligence
βœ”οΈ PhaseAug: A Differentiable Augmentation for Speech Synthesis to Simulate One-to-Many Mapping

πŸ–₯ Github: https://github.com/mindslab-ai/phaseaug

πŸ—’ Paper: https://arxiv.org/abs/2211.04610v1

➑️ Dataset: https://keithito.com/LJ-Speech-Dataset/

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Artificial Intelligence
⭐️ Nebullvm

nebullvm is an open-source tool designed to speed up AI inference in just a few lines of code.

πŸ–₯ Github: https://github.com/nebuly-ai/nebullvm

πŸ—’ Docs: https://nebuly.gitbook.io/nebuly/nebullvm/installation

➑️ Notebooks: https://github.com/nebuly-ai/nebullvm/tree/main/notebooks

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Artificial Intelligence
⭐️ MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction

πŸ–₯ Github: https://paperswithcode.com/paper/maven-ere-a-unified-large-scale-dataset-for

πŸ—’ Paper: https://arxiv.org/abs/2211.07342v1

➑️ Dataset: https://paperswithcode.com/dataset/maven

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Artificial Intelligence
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets

git clone https://github.com/pytorch/fairseq
cd fairseq
pip install --editable ./
git clone https://github.com/ddlBoJack/MT4SSL

πŸ–₯ Github: https://github.com/ddlbojack/mt4ssl

πŸ—’ Paper: https://arxiv.org/abs/2211.07321v1

➑️ Dataset: https://paperswithcode.com/dataset/librispeech

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Artificial Intelligence
πŸ–₯ MAGE PyTorch Implementation

git clone https://github.com/LTH14/mage.git
cd mage

πŸ–₯ Github: https://github.com/lth14/mage

πŸ—’ Paper: https://arxiv.org/abs/2211.09117v1

➑️ Dataset: https://image-net.org/download

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Artificial Intelligence
πŸ–₯ Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks

πŸ–₯ Github: https://github.com/fundamentalvision/Uni-Perceiver

πŸ—’ Paper: https://arxiv.org/abs/2211.09808v1

➑️ Data: https://github.com/fundamentalvision/Uni-Perceiver/blob/main/data/prepare_data.md

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Artificial Intelligence
VeLO: Training Versatile Learned Optimizers by Scaling Up


πŸ–₯ Github: https://github.com/google/learned_optimization/tree/main/learned_optimization/research/general_lopt

πŸ—’ Paper: https://arxiv.org/abs/2211.09760v1

➑️ Dataset: https://paperswithcode.com/dataset/librispeech

⚑️ Colab: https://colab.research.google.com/github/google/learned_optimization/blob/main/learned_optimization/research/general_lopt/Demo_for_training_a_model_with_a_learned_optimizer.ipynb

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Artificial Intelligence
⭐️UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer

πŸ–₯ Github: https://github.com/OpenGVLab/UniFormerV2

πŸ—’ Paper: https://arxiv.org/abs/2211.09552v1

➑️ Dataset: https://paperswithcode.com/dataset/hacs
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Artificial Intelligence
βœ”οΈ CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval

πŸ–₯ Github: https://github.com/facebookresearch/dpr-scale

πŸ—’ Paper: https://arxiv.org/abs/2211.10411v1

➑️ Dataset: https://paperswithcode.com/dataset/ms-marco

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⭐️ Traffic4cast 2022 Competition: from few public vehicle counters to entire city-wide traffic

πŸ–₯ Github: https://github.com/iarai/neurips2022-traffic4cast

πŸ—’ Paper: https://arxiv.org/abs/2211.09984v1

➑️ Dataset: https://developer.here.com/sample-data

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❀️ Causal News Corpus

πŸ–₯ Github: https://github.com/tanfiona/causalnewscorpus

πŸ—’ Paper: https://arxiv.org/abs/2211.11359v1

➑️ Colab: https://codalab.lisn.upsaclay.fr/competitions/2299

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Artificial Intelligence
⚽️ Soccer Action Spotting

πŸ–₯ Github: https://github.com/ipcv/soccer_action_spotting

πŸ—’ Paper: https://arxiv.org/abs/2211.12334v1

➑️ Dataset: https://paperswithcode.com/dataset/soccernet

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